Statistical Analyses for Organizational Decision-Making in Healthcare

Anonymous
timer Asked: Dec 14th, 2018
account_balance_wallet $35

Question description

Course outcomes assessed in this Assignment:

HS312-6: Explain the relationship between health data analytics and business decisions to improve a specific healthcare initiative.

AHIMA CEE Curriculum Mapping

Domain

Subdomain

Competency

Domain III. Informatics, Analytics and Data Use

Subdomain III.C. Analytics and Decision Support

1. Apply analytical results to facilitate decision-making

Domain III. Informatics, Analytics and Data Use

Subdomain III.C. Analytics and Decision Support

3. Recommend organizational action based on knowledge obtained from data exploration and mining

Domain III. Informatics, Analytics and Data Use

Subdomain III.C. Analytics and Decision Support

4. Analyze clinical data to identify trends that demonstrate quality, safety, and effectiveness of healthcare

Domain III. Informatics, Analytics and Data Use

Subdomain III.C. Analytics and Decision Support

6. Evaluate administrative reports using appropriate software

Domain III. Informatics, Analytics and Data Use

Subdomain III.D. Health Care Statistics

1. Interpret inferential statistics

Domain III. Informatics, Analytics and Data Use

Subdomain III.D. Health Care Statistics

2. Analyze statistical data for decision making

Domain III. Informatics, Analytics and Data Use

Subdomain III.E. Research Methods

2. Plan adherence to institutional Review Board (IRB) processes and policies

Assignment Requirements

  • Please complete using Microsoft Word and PowerPoint--as indicated in the instructions.
  • The body of your Microsoft Word document should be at least 1500 words in length.
  • Your PowerPoint presentation should be at least 10 slides--excluding the title slide and references.
  • Quoting should be less than 10% of the entire paper and presentation. Paraphrasing is necessary.
  • Students must cite and reference at least 4 credible sources from the online Library.
  • Please be sure to utilize the resources available in Academic Tools to help with meeting APA expectations for written assignments.

Instructions

Imagine that you are an executive for a health organization. As part of your role within the healthcare leadership team, you are tasked with analyzing organizational data for decision-making purposes. For this assignment, you will obtain raw data, analyze it, and make recommendations for organizational decisions. Please follow the instructions below in completion of this multi-part assignment.

Apply analytical results to facilitate decision-making

Part

Competency Assessed

Instructions

1

Apply analytical results to facilitate decision-making

Create a presentation on your exploratory data analysis of mined data sets for an executive healthcare team. Include a summary of your analysis, statistical tables, and data visualizations. Conclude your presentation on the importance of executive dashboards.

2

Recommended organizational action based on knowledge obtained from data exploration and mining

Based on your analysis, make three (3) recommendations for evidence-based decision-making relevant for organizational action or change.

3

Analyze clinical data to identify trends that demonstrate quality, safety, and effectiveness of healthcare

Examine the clinical data to identify trends related to healthcare (1) quality, (2) safety, and (3) effectiveness.

4

Evaluate administrative reports using appropriate software

Obtain a raw data set from www.healthdata.gov and explore the data set using PSPP. Generate analytical outputs from PSPP that include the appropriate selection of both descriptive and inferential statistics. If you are not able to process one data set using descriptive and inferential statistics, then select one data set for descriptive statistics and another data set for inferential statistics. Generate tables in PSPP that reflect your statistical analyses and include at least three (3) appropriate data visualizations.

5

Interpret inferential statistics

Compose a discussion in which you evaluate the findings from your analyses—interpreting the descriptive and inferential statistics.

6

Analyze statistical data for decision making

Within your presentation, analyze the statistical data for decision-making by organizing various presentations of data visualizations—highlighting multiple perspectives on the same topic.

7

Plan adherence to Institutional Review Board (IRB) Processes and policies

Plan adherence to Institutional Review Board (IRB) processes and policies by reflecting upon the concepts of (1) Respect, (2) Justice, (3) Nonmaleficence, and (4) Beneficence by providing (A) your interpretation of the concept, (B) an example of complying with the principle within healhcare, and (C) connecting each concept with the characteristics of quality data.

Unit 9 assignment grading rubric. total available points in cell H2, and values between 0 and 4 in t Content Rubric Part 1: Student has applied analytical results to facilitate decision-making. Part 2: Student has recommended organizational action based on knowledge obtained from data exploration and mining. Part 3: Student has analyzed clinical data to identify trends that demonstrate quality, safety, and effectiveness of healthcare. Part 4: Student has evaluated administrative reports using appropriate software. Part 5: Student has interpreted inferential statistics. Part 6: Student has analyzed statistical data for decision making. Introductory - Not submitted or largely incomplete. Work may indicate very little if any comprehension of content. Emergent - Work shows some comprehension but errors indicating miscomprehension may be present. 0 - 1.9 2 - 2.9 Part 7: Student has planned adherence to Institutional Review Board (IRB) processes and policies.A8 Writing Deduction Rubric (everyone starts with 4's = no deductions) Introductory Emergent 0-1 2 The overall meaning of the paper is difficult to understand. Sentence structure, subject verb Grammar & Punctuation agreement errors, missing prepositions, and missing punctuation make finding meaning difficult. Spelling Several confusing sentences or 1 to 2 confusing paragraphs make understanding parts of the paper difficult, but the overall paper meaning is clear. Many subject verb agreement errors, run-on sentences, etc. cause confusion. Many typos, misspelled The many misspelled words words, or the use of and incorrect words choices incorrect words making significantly interfere with the understanding difficult in a readability. few places. The order of information is confusing in several places Paper has some good and this organization information or research, but it interferes with the meaning or intent of the paper. Order of Ideas & Length does not follow assignment directions and is lacking in However, the paper has a Requirement overall organization and generally discernible content. purpose and follows assignment directions overall. APA Feedback: This is an attempt use APA formatting and citing. There There is some attempt at are both in-text citations and APA formatting and citing. reference listings. Citation There are one or more information may be missing missing parts such as the or incorrect (i.e. Websites cover page or references list. listed as in-text or reference Citation information may be citations). There is an missing. Citation mistakes attempt to cite all outside make authorship unclear. sources in at least one place. Authorship is generally clear. Instructors: Enter es between 0 and 4 in the yellow cells in the Score column. Total available points = Practiced - Work indicates overall progress toward comprehension. Minor errors may present. Proficient/Mastered Work is complete and indicates full comprehension of content. 3 - 3.9 4 200 Score Weight Final Score 4 15% 0.60 4 12.5% 0.50 4 15% 0.60 4 12.5% 0.50 4 15% 0.60 4 15% 0.60 4 15% Content Score Practiced Proficient/Mastered 3 4 A few confusing sentences make it difficult to understand a small portion of the paper. However, the overall meaning of a paragraph and the paper are intact. There may be a few subject verb agreement errors or some missing punctuation. 0.60 200 Score Weight Final Score There are one or two confusing sentences, but the overall sentence and paragraph meanings are clear. There are a few minor punctuation errors such as comma splices or runon sentences. 4 35% 1.40 A few misspelled words normally Some misspelled words or caught by spellcheckers are the misuse of words such as present but do not significantly confusing then/than. interfere with the overall However, intent is still clear. readability of the paper. 4 35% 1.40 The overall order of the information is clear and The order of information is contributes to the meaning of confusing in a few places assignment. There is one and the lack of organization paragraph or a sentence or two interferes with the meaning that are out of place or other or intent of the paper in a minor organizational issues. A minor way. few sentences may be long and hard to understand. Meets length requirements. 4 20% 0.80 There is an overall attempt at APA formatting and citation style. All sources appear to have some form of citation both in the text and on a reference list. There are some formatting and citation errors. Citations generally make authorship clear. There is a strong attempt to cite all sources using APA style. Minor paper formatting errors such as a misplaced running head or margins may occur. Minor in-text citation errors such as a missing page number or a misplaced date may occur. Quotation marks and citations make authorship clear. 4 10% 0.40 Writing 0 Deduction Final Score Percentage 200 100%
Unit 9 assignment grading rubric. total available points in cell H2, and values between 0 and 4 in t Content Rubric Part 1: Student has applied analytical results to facilitate decision-making. Part 2: Student has recommended organizational action based on knowledge obtained from data exploration and mining. Part 3: Student has analyzed clinical data to identify trends that demonstrate quality, safety, and effectiveness of healthcare. Part 4: Student has evaluated administrative reports using appropriate software. Part 5: Student has interpreted inferential statistics. Part 6: Student has analyzed statistical data for decision making. Introductory - Not submitted or largely incomplete. Work may indicate very little if any comprehension of content. Emergent - Work shows some comprehension but errors indicating miscomprehension may be present. 0 - 1.9 2 - 2.9 Part 7: Student has planned adherence to Institutional Review Board (IRB) processes and policies.A8 Writing Deduction Rubric (everyone starts with 4's = no deductions) Introductory Emergent 0-1 2 The overall meaning of the paper is difficult to understand. Sentence structure, subject verb Grammar & Punctuation agreement errors, missing prepositions, and missing punctuation make finding meaning difficult. Spelling Several confusing sentences or 1 to 2 confusing paragraphs make understanding parts of the paper difficult, but the overall paper meaning is clear. Many subject verb agreement errors, run-on sentences, etc. cause confusion. Many typos, misspelled The many misspelled words words, or the use of and incorrect words choices incorrect words making significantly interfere with the understanding difficult in a readability. few places. The order of information is confusing in several places Paper has some good and this organization information or research, but it interferes with the meaning or intent of the paper. Order of Ideas & Length does not follow assignment directions and is lacking in However, the paper has a Requirement overall organization and generally discernible content. purpose and follows assignment directions overall. APA Feedback: This is an attempt use APA formatting and citing. There There is some attempt at are both in-text citations APA formatting and citing. and reference listings. There are one or more Citation information may be missing parts such as the missing or incorrect (i.e. cover page or references list. Websites listed as in-text or Citation information may be reference citations). There missing. Citation mistakes is an attempt to cite all make authorship unclear. outside sources in at least one place. Authorship is generally clear. Instructors: Enter es between 0 and 4 in the yellow cells in the Score column. Total available points = Practiced - Work indicates overall progress toward comprehension. Minor errors may present. Proficient/Mastered Work is complete and indicates full comprehension of content. 3 - 3.9 4 200 Score Weight Final Score 4 15% 0.60 4 12.5% 0.50 4 15% 0.60 4 12.5% 0.50 4 15% 0.60 4 15% 0.60 4 15% Content Score Practiced Proficient/Mastered 3 4 A few confusing sentences make it difficult to understand a small portion of the paper. However, the overall meaning of a paragraph and the paper are intact. There may be a few subject verb agreement errors or some missing punctuation. 0.60 200 Score Weight Final Score There are one or two confusing sentences, but the overall sentence and paragraph meanings are clear. There are a few minor punctuation errors such as comma splices or runon sentences. 4 35% 1.40 A few misspelled words normally Some misspelled words or caught by spellcheckers are the misuse of words such as present but do not significantly confusing then/than. interfere with the overall However, intent is still clear. readability of the paper. 4 35% 1.40 The overall order of the information is clear and The order of information is contributes to the meaning of confusing in a few places assignment. There is one and the lack of organization paragraph or a sentence or two interferes with the meaning that are out of place or other or intent of the paper in a minor organizational issues. A minor way. few sentences may be long and hard to understand. Meets length requirements. 4 20% 0.80 There is an overall attempt at APA formatting and citation style. All sources appear to have some form of citation both in the text and on a reference list. There are some formatting and citation errors. Citations generally make authorship clear. There is a strong attempt to cite all sources using APA style. Minor paper formatting errors such as a misplaced running head or margins may occur. Minor in-text citation errors such as a missing page number or a misplaced date may occur. Quotation marks and citations make authorship clear. 4 10% 0.40 Writing 0 Deduction Final Score Percentage 200 100%

Tutor Answer

Robert__F
School: Cornell University

Please let me know if there is anything needs to be changed or added. I will be also appreciated that you can let me know i...

flag Report DMCA
Review

Anonymous
Tutor went the extra mile to help me with this essay. Citations were a bit shaky but I appreciated how well he handled APA styles and how ok he was to change them even though I didnt specify. Got a B+ which is believable and acceptable.

Similar Questions
Hot Questions
Related Tags

Brown University





1271 Tutors

California Institute of Technology




2131 Tutors

Carnegie Mellon University




982 Tutors

Columbia University





1256 Tutors

Dartmouth University





2113 Tutors

Emory University





2279 Tutors

Harvard University





599 Tutors

Massachusetts Institute of Technology



2319 Tutors

New York University





1645 Tutors

Notre Dam University





1911 Tutors

Oklahoma University





2122 Tutors

Pennsylvania State University





932 Tutors

Princeton University





1211 Tutors

Stanford University





983 Tutors

University of California





1282 Tutors

Oxford University





123 Tutors

Yale University





2325 Tutors